GenAI Lead Engineer (Investment Data Platforms)

Department Icon Data Science Analytics & Machine Learning
Posted: 1 year ago
2-6 years
Delhi
Data Science Analytics & Machine Learning
Work from Office
Full Time

Posted: 1 year ago
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Posted over 15 days ago, so the role may have closed. Confirm on the employer's page when you apply, or see similar jobs.

Job Description

    As a highly skilled GenAI Lead Engineer, your role will involve designing and implementing advanced frameworks for alternate data analysis in the investment management domain. You will leverage LLM APIs (such as GPT, LLaMA, etc.), build scalable orchestration pipelines, and architect cloud/private deployments to drive next-generation AI-driven investment insights. Additionally, you will lead a cross-functional team of Machine Learning Engineers and UI Developers to deliver robust, production-ready solutions.

    **Key Responsibilities:**

    • **GenAI Framework Development:** Develop custom frameworks using GPT APIs or LLaMA for alternate data analysis and insights generation. Optimize LLM usage for investment-specific workflows, including data enrichment, summarization, and predictive analysis.
    • **Automation & Orchestration:** Design and implement document ingestion workflows using tools such as n8n (or similar orchestration frameworks). Build modular pipelines for structured and unstructured data.
    • **Infrastructure & Deployment:** Architect deployment strategies on cloud (AWS, GCP, Azure) or private compute environments (CoreWeave, on-premises GPU clusters). Ensure high availability, scalability, and security in deployed AI systems.

    **Qualification Required:**

    • Strong proficiency in Python with experience in frameworks such as TensorFlow or PyTorch.
    • 2+ years of experience in Generative AI and Large Language Models (LLMs).
    • Experience with VectorDBs (e.g., Pinecone, Weaviate, Milvus, FAISS) and document ingestion pipelines.
    • Familiarity with data orchestration tools (e.g., n8n, Airflow, LangChain Agents).
    • Understanding of cloud deployments and GPU infrastructure (CoreWeave or equivalent).
    • Proven leadership skills with experience managing cross-functional engineering teams.
    • Strong problem-solving skills and ability to work in fast-paced, data-driven environments.
    • Experience with financial or investment data platforms.
    • Knowledge of RAG (Retrieval-Augmented Generation) systems.
    • Familiarity with frontend integration for AI-powered applications.

    - Exposure to MLOps practices for continuous training and deployment.,

Skills

PythonData AnalysisMachine LearningLarge Language ModelsAiTensorFlowGPU InfrastructureData OrchestrationLeadership SkillsFAISSMilvusFinancial Data PlatformsLarge Language ModelsFrontend IntegrationPineconeRAG SystemsVectorDBsN8nLangChain AgentsMLOps PracticesPythonGenerative AICloud DeploymentsProblemSolvingPyTorchAirflowWeaviate

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About Company

Vichara is a leading provider of technology solutions and services to the financial services industry. We specialize in risk, analytics, and quantitative solutions.

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